Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 277 |
| Missing cells (%) | 23.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 20 |
|---|---|
| Unsupported | 2 |
| Categorical | 1 |
Nuclear has 14 (26.9%) missing values | Missing |
Electricity has 52 (100.0%) missing values | Missing |
LPG has 52 (100.0%) missing values | Missing |
Kerosene/jet fuel has 45 (86.5%) missing values | Missing |
Coke has 26 (50.0%) missing values | Missing |
Charcoal has 48 (92.3%) missing values | Missing |
Other secondary has 9 (17.3%) missing values | Missing |
Non-energy has 31 (59.6%) missing values | Missing |
Year is uniformly distributed | Uniform |
Charcoal is uniformly distributed | Uniform |
Year has unique values | Unique |
Oil has unique values | Unique |
Natural gas has unique values | Unique |
Coal has unique values | Unique |
Hydroenergy has unique values | Unique |
Firewood has unique values | Unique |
Sugarcane and products has unique values | Unique |
Other Primary_x000d_ has unique values | Unique |
Total Primaries has unique values | Unique |
Gasoline/alcohol has unique values | Unique |
Fuel oil has unique values | Unique |
Total Secundaries has unique values | Unique |
Total has unique values | Unique |
Electricity is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LPG is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-07-30 07:40:48.646760 |
|---|---|
| Analysis finished | 2023-07-30 07:42:24.063884 |
| Duration | 1 minute and 35.42 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -71386.159 |
| Minimum | -110094.93 |
|---|---|
| Maximum | -25535.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -110094.93 |
|---|---|
| 5-th percentile | -102554.36 |
| Q1 | -90974.698 |
| median | -67175.015 |
| Q3 | -55333.482 |
| 95-th percentile | -35762.822 |
| Maximum | -25535.85 |
| Range | 84559.08 |
| Interquartile range (IQR) | 35641.215 |
Descriptive statistics
| Standard deviation | 21795.423 |
|---|---|
| Coefficient of variation (CV) | -0.30531721 |
| Kurtosis | -0.91877918 |
| Mean | -71386.159 |
| Median Absolute Deviation (MAD) | 18573.625 |
| Skewness | 0.18826904 |
| Sum | -3712080.3 |
| Variance | 4.7504045 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -25535.85 | 1 | 1.9% |
| -27087.07 | 1 | 1.9% |
| -80769.42 | 1 | 1.9% |
| -82219.83 | 1 | 1.9% |
| -82957.81 | 1 | 1.9% |
| -85959.39 | 1 | 1.9% |
| -84939.59 | 1 | 1.9% |
| -84764.22 | 1 | 1.9% |
| -89420.17 | 1 | 1.9% |
| -88882.66 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -110094.93 | 1 | |
| -108340.2 | 1 | |
| -104097.68 | 1 | |
| -101291.64 | 1 | |
| -95518.07 | 1 | |
| -94978.96 | 1 | |
| -93286.2 | 1 | |
| -93235.34 | 1 | |
| -92660.95 | 1 | |
| -92507.07 | 1 |
| Value | Count | Frequency (%) |
| -25535.85 | 1 | |
| -27087.07 | 1 | |
| -32312.49 | 1 | |
| -38585.82 | 1 | |
| -41273.49 | 1 | |
| -44830.05 | 1 | |
| -47517.07 | 1 | |
| -48812.14 | 1 | |
| -51872.23 | 1 | |
| -53271.18 | 1 |
Natural gas
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4957.2696 |
| Minimum | -20068.66 |
|---|---|
| Maximum | -104.22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -20068.66 |
|---|---|
| 5-th percentile | -19334.328 |
| Q1 | -6084.3175 |
| median | -1319.845 |
| Q3 | -421.5425 |
| 95-th percentile | -176.2605 |
| Maximum | -104.22 |
| Range | 19964.44 |
| Interquartile range (IQR) | 5662.775 |
Descriptive statistics
| Standard deviation | 6487.2879 |
|---|---|
| Coefficient of variation (CV) | -1.3086413 |
| Kurtosis | 0.44444821 |
| Mean | -4957.2696 |
| Median Absolute Deviation (MAD) | 1127.625 |
| Skewness | -1.3840169 |
| Sum | -257778.02 |
| Variance | 42084904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -104.22 | 1 | 1.9% |
| -156.77 | 1 | 1.9% |
| -1573.39 | 1 | 1.9% |
| -1974.72 | 1 | 1.9% |
| -2773.5 | 1 | 1.9% |
| -4062.26 | 1 | 1.9% |
| -3550.7 | 1 | 1.9% |
| -3720.77 | 1 | 1.9% |
| -5284.52 | 1 | 1.9% |
| -5748.81 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -20068.66 | 1 | |
| -19842.89 | 1 | |
| -19823.19 | 1 | |
| -18934.35 | 1 | |
| -17715.69 | 1 | |
| -17246.76 | 1 | |
| -16132.09 | 1 | |
| -16120.62 | 1 | |
| -15103.99 | 1 | |
| -11290.94 | 1 |
| Value | Count | Frequency (%) |
| -104.22 | 1 | |
| -156.77 | 1 | |
| -173.34 | 1 | |
| -178.65 | 1 | |
| -205.79 | 1 | |
| -222.33 | 1 | |
| -226.7 | 1 | |
| -231.82 | 1 | |
| -235.91 | 1 | |
| -255.44 | 1 |
Coal
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8663.2073 |
| Minimum | -13957.97 |
|---|---|
| Maximum | -2106.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -13957.97 |
|---|---|
| 5-th percentile | -13663.091 |
| Q1 | -12096.385 |
| median | -9055.66 |
| Q3 | -4790.3775 |
| 95-th percentile | -2166.8605 |
| Maximum | -2106.76 |
| Range | 11851.21 |
| Interquartile range (IQR) | 7306.0075 |
Descriptive statistics
| Standard deviation | 3809.584 |
|---|---|
| Coefficient of variation (CV) | -0.43974291 |
| Kurtosis | -1.0763514 |
| Mean | -8663.2073 |
| Median Absolute Deviation (MAD) | 3145.415 |
| Skewness | 0.38008822 |
| Sum | -450486.78 |
| Variance | 14512931 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -2106.76 | 1 | 1.9% |
| -2160.31 | 1 | 1.9% |
| -9034.21 | 1 | 1.9% |
| -13403.38 | 1 | 1.9% |
| -13957.97 | 1 | 1.9% |
| -13637.76 | 1 | 1.9% |
| -8368.26 | 1 | 1.9% |
| -8367.64 | 1 | 1.9% |
| -9071.02 | 1 | 1.9% |
| -9040.3 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -13957.97 | 1 | |
| -13723.61 | 1 | |
| -13694.05 | 1 | |
| -13637.76 | 1 | |
| -13533.08 | 1 | |
| -13403.38 | 1 | |
| -13298.42 | 1 | |
| -13255.93 | 1 | |
| -12903.04 | 1 | |
| -12365.97 | 1 |
| Value | Count | Frequency (%) |
| -2106.76 | 1 | |
| -2125.17 | 1 | |
| -2160.31 | 1 | |
| -2172.22 | 1 | |
| -2174.7 | 1 | |
| -2498.04 | 1 | |
| -3073.38 | 1 | |
| -3686.22 | 1 | |
| -4083.81 | 1 | |
| -4320.4 | 1 |
Hydroenergy
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -21265.354 |
| Minimum | -36745.28 |
|---|---|
| Maximum | -3421.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -36745.28 |
|---|---|
| 5-th percentile | -34341.533 |
| Q1 | -31269.517 |
| median | -22337.04 |
| Q3 | -12799.355 |
| 95-th percentile | -4697.6715 |
| Maximum | -3421.52 |
| Range | 33323.76 |
| Interquartile range (IQR) | 18470.162 |
Descriptive statistics
| Standard deviation | 10203.648 |
|---|---|
| Coefficient of variation (CV) | -0.479825 |
| Kurtosis | -1.229239 |
| Mean | -21265.354 |
| Median Absolute Deviation (MAD) | 9340.7 |
| Skewness | 0.22361031 |
| Sum | -1105798.4 |
| Variance | 1.0411444 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -3421.52 | 1 | 1.9% |
| -3713.63 | 1 | 1.9% |
| -24997.63 | 1 | 1.9% |
| -25187.92 | 1 | 1.9% |
| -26168.19 | 1 | 1.9% |
| -23028.12 | 1 | 1.9% |
| -24536.48 | 1 | 1.9% |
| -26238.99 | 1 | 1.9% |
| -27520.13 | 1 | 1.9% |
| -28946.38 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -36745.28 | 1 | |
| -35737.54 | 1 | |
| -34596.92 | 1 | |
| -34132.58 | 1 | |
| -34004.25 | 1 | |
| -33642.36 | 1 | |
| -33541.59 | 1 | |
| -33368.56 | 1 | |
| -32677.11 | 1 | |
| -32085.54 | 1 |
| Value | Count | Frequency (%) |
| -3421.52 | 1 | |
| -3713.63 | 1 | |
| -4356.82 | 1 | |
| -4976.55 | 1 | |
| -5646.13 | 1 | |
| -6214.19 | 1 | |
| -7127.67 | 1 | |
| -8036.06 | 1 | |
| -8832.62 | 1 | |
| -10021.87 | 1 |
Nuclear
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 14 |
| Missing (%) | 26.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2129.1611 |
| Minimum | -4203.27 |
|---|---|
| Maximum | -2.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 38 |
| Negative (%) | 73.1% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -4203.27 |
|---|---|
| 5-th percentile | -4141.144 |
| Q1 | -3821.7375 |
| median | -3121.63 |
| Q3 | -92.4125 |
| 95-th percentile | -14.395 |
| Maximum | -2.58 |
| Range | 4200.69 |
| Interquartile range (IQR) | 3729.325 |
Descriptive statistics
| Standard deviation | 1834.2937 |
|---|---|
| Coefficient of variation (CV) | -0.86151009 |
| Kurtosis | -1.944345 |
| Mean | -2129.1611 |
| Median Absolute Deviation (MAD) | 1035.39 |
| Skewness | 0.18628677 |
| Sum | -80908.12 |
| Variance | 3364633.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| -4179.7 | 1 | 1.9% |
| -2482.01 | 1 | 1.9% |
| -3581.88 | 1 | 1.9% |
| -3213.03 | 1 | 1.9% |
| -3640.71 | 1 | 1.9% |
| -3376.67 | 1 | 1.9% |
| -3779.7 | 1 | 1.9% |
| -4080.93 | 1 | 1.9% |
| -4026.28 | 1 | 1.9% |
| -3436.73 | 1 | 1.9% |
| Other values (28) | 28 | |
| (Missing) | 14 |
| Value | Count | Frequency (%) |
| -4203.27 | 1 | |
| -4179.7 | 1 | |
| -4134.34 | 1 | |
| -4101.73 | 1 | |
| -4084.71 | 1 | |
| -4080.93 | 1 | |
| -4026.28 | 1 | |
| -4007.72 | 1 | |
| -3839.81 | 1 | |
| -3835.75 | 1 |
| Value | Count | Frequency (%) |
| -2.58 | 1 | |
| -4.28 | 1 | |
| -16.18 | 1 | |
| -18.75 | 1 | |
| -30.77 | 1 | |
| -39.98 | 1 | |
| -46.77 | 1 | |
| -54.71 | 1 | |
| -68.81 | 1 | |
| -90.15 | 1 |
Firewood
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9685.6273 |
| Minimum | -15766.18 |
|---|---|
| Maximum | -3506.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -15766.18 |
|---|---|
| 5-th percentile | -13950.987 |
| Q1 | -12278.532 |
| median | -9209.085 |
| Q3 | -7815.6275 |
| 95-th percentile | -4782.2265 |
| Maximum | -3506.56 |
| Range | 12259.62 |
| Interquartile range (IQR) | 4462.905 |
Descriptive statistics
| Standard deviation | 2900.5415 |
|---|---|
| Coefficient of variation (CV) | -0.29946863 |
| Kurtosis | -0.59472235 |
| Mean | -9685.6273 |
| Median Absolute Deviation (MAD) | 2011.29 |
| Skewness | -0.021134065 |
| Sum | -503652.62 |
| Variance | 8413141 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -3506.56 | 1 | 1.9% |
| -3992.44 | 1 | 1.9% |
| -8052.4 | 1 | 1.9% |
| -10153 | 1 | 1.9% |
| -11095.02 | 1 | 1.9% |
| -10280.23 | 1 | 1.9% |
| -9261.48 | 1 | 1.9% |
| -10868.83 | 1 | 1.9% |
| -12394.81 | 1 | 1.9% |
| -12269.84 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -15766.18 | 1 | |
| -15177.36 | 1 | |
| -14216.18 | 1 | |
| -13734.01 | 1 | |
| -13385.4 | 1 | |
| -13325.03 | 1 | |
| -13050.88 | 1 | |
| -13003.33 | 1 | |
| -12943.34 | 1 | |
| -12394.81 | 1 |
| Value | Count | Frequency (%) |
| -3506.56 | 1 | |
| -3992.44 | 1 | |
| -4626.45 | 1 | |
| -4909.68 | 1 | |
| -6119.43 | 1 | |
| -6641.57 | 1 | |
| -6751.89 | 1 | |
| -6915.5 | 1 | |
| -7080.66 | 1 | |
| -7314.93 | 1 |
Sugarcane and products
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9572.0869 |
| Minimum | -24570.39 |
|---|---|
| Maximum | -451.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -24570.39 |
|---|---|
| 5-th percentile | -22502.536 |
| Q1 | -16064.045 |
| median | -7604.88 |
| Q3 | -5029.095 |
| 95-th percentile | -468.55 |
| Maximum | -451.9 |
| Range | 24118.49 |
| Interquartile range (IQR) | 11034.95 |
Descriptive statistics
| Standard deviation | 7244.795 |
|---|---|
| Coefficient of variation (CV) | -0.75686683 |
| Kurtosis | -0.73584883 |
| Mean | -9572.0869 |
| Median Absolute Deviation (MAD) | 4936.145 |
| Skewness | -0.61286824 |
| Sum | -497748.52 |
| Variance | 52487055 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -451.9 | 1 | 1.9% |
| -468.64 | 1 | 1.9% |
| -8470.72 | 1 | 1.9% |
| -7888.21 | 1 | 1.9% |
| -6513.66 | 1 | 1.9% |
| -7124.47 | 1 | 1.9% |
| -7776.61 | 1 | 1.9% |
| -9000.99 | 1 | 1.9% |
| -9094.13 | 1 | 1.9% |
| -10237.1 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -24570.39 | 1 | |
| -23504.19 | 1 | |
| -23388.63 | 1 | |
| -21777.55 | 1 | |
| -21164.15 | 1 | |
| -20887.52 | 1 | |
| -20639.82 | 1 | |
| -20619.04 | 1 | |
| -19845.32 | 1 | |
| -18804.48 | 1 |
| Value | Count | Frequency (%) |
| -451.9 | 1 | |
| -459.75 | 1 | |
| -468.44 | 1 | |
| -468.64 | 1 | |
| -484.83 | 1 | |
| -488.38 | 1 | |
| -508.38 | 1 | |
| -990.72 | 1 | |
| -1566.14 | 1 | |
| -1990.18 | 1 |
Other Primary_x000d_
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3137.4679 |
| Minimum | -18575.13 |
|---|---|
| Maximum | -79.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -18575.13 |
|---|---|
| 5-th percentile | -14154.908 |
| Q1 | -3343.3575 |
| median | -1347.76 |
| Q3 | -356.8225 |
| 95-th percentile | -91.123 |
| Maximum | -79.87 |
| Range | 18495.26 |
| Interquartile range (IQR) | 2986.535 |
Descriptive statistics
| Standard deviation | 4553.7809 |
|---|---|
| Coefficient of variation (CV) | -1.4514191 |
| Kurtosis | 3.243915 |
| Mean | -3137.4679 |
| Median Absolute Deviation (MAD) | 1050.71 |
| Skewness | -2.0023169 |
| Sum | -163148.33 |
| Variance | 20736920 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -81.16 | 1 | 1.9% |
| -79.87 | 1 | 1.9% |
| -1476.86 | 1 | 1.9% |
| -1695.34 | 1 | 1.9% |
| -2129.07 | 1 | 1.9% |
| -2373.21 | 1 | 1.9% |
| -1698.22 | 1 | 1.9% |
| -1746.83 | 1 | 1.9% |
| -1842.19 | 1 | 1.9% |
| -2184.85 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -18575.13 | 1 | |
| -15913.03 | 1 | |
| -14843.86 | 1 | |
| -13591.22 | 1 | |
| -11701.71 | 1 | |
| -10256.12 | 1 | |
| -9016.19 | 1 | |
| -7566.35 | 1 | |
| -5969.37 | 1 | |
| -5473.51 | 1 |
| Value | Count | Frequency (%) |
| -79.87 | 1 | |
| -81.16 | 1 | |
| -88.45 | 1 | |
| -93.31 | 1 | |
| -94.16 | 1 | |
| -95.02 | 1 | |
| -107.46 | 1 | |
| -107.6 | 1 | |
| -126.9 | 1 | |
| -199.06 | 1 |
Total Primaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -130102.94 |
| Minimum | -214768.79 |
|---|---|
| Maximum | -35207.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -214768.79 |
|---|---|
| 5-th percentile | -207942.57 |
| Q1 | -171598.83 |
| median | -124462.14 |
| Q3 | -85352.753 |
| 95-th percentile | -48178.475 |
| Maximum | -35207.96 |
| Range | 179560.83 |
| Interquartile range (IQR) | 86246.075 |
Descriptive statistics
| Standard deviation | 51956.639 |
|---|---|
| Coefficient of variation (CV) | -0.39935022 |
| Kurtosis | -1.0630313 |
| Mean | -130102.94 |
| Median Absolute Deviation (MAD) | 42100.815 |
| Skewness | 0.016125363 |
| Sum | -6765353 |
| Variance | 2.6994923 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -35207.96 | 1 | 1.9% |
| -37658.73 | 1 | 1.9% |
| -133983.32 | 1 | 1.9% |
| -142069.13 | 1 | 1.9% |
| -146679.02 | 1 | 1.9% |
| -149363.85 | 1 | 1.9% |
| -143740.28 | 1 | 1.9% |
| -148145 | 1 | 1.9% |
| -157657.21 | 1 | 1.9% |
| -159791.95 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -214768.79 | 1 | |
| -209403.68 | 1 | |
| -208085.7 | 1 | |
| -207825.46 | 1 | |
| -203709.39 | 1 | |
| -203051.15 | 1 | |
| -199673.82 | 1 | |
| -198946.59 | 1 | |
| -197645.09 | 1 | |
| -194273.1 | 1 |
| Value | Count | Frequency (%) |
| -35207.96 | 1 | |
| -37658.73 | 1 | |
| -44249.17 | 1 | |
| -51393.36 | 1 | |
| -55933.47 | 1 | |
| -61632.62 | 1 | |
| -65182.23 | 1 | |
| -68640.07 | 1 | |
| -76200.7 | 1 | |
| -81514.93 | 1 |
Electricity
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
LPG
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Gasoline/alcohol
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1420.8615 |
| Minimum | -3079 |
|---|---|
| Maximum | -38.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3079 |
|---|---|
| 5-th percentile | -2451.469 |
| Q1 | -2129.8025 |
| median | -1350.3 |
| Q3 | -898.8475 |
| 95-th percentile | -192.0385 |
| Maximum | -38.77 |
| Range | 3040.23 |
| Interquartile range (IQR) | 1230.955 |
Descriptive statistics
| Standard deviation | 799.7345 |
|---|---|
| Coefficient of variation (CV) | -0.56285182 |
| Kurtosis | -1.1313507 |
| Mean | -1420.8615 |
| Median Absolute Deviation (MAD) | 744.285 |
| Skewness | 0.06184446 |
| Sum | -73884.8 |
| Variance | 639575.27 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -38.77 | 1 | 1.9% |
| -46.15 | 1 | 1.9% |
| -1659.1 | 1 | 1.9% |
| -2109.73 | 1 | 1.9% |
| -2576.7 | 1 | 1.9% |
| -2131.76 | 1 | 1.9% |
| -2084.96 | 1 | 1.9% |
| -2324.7 | 1 | 1.9% |
| -2145.11 | 1 | 1.9% |
| -2346.9 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -3079 | 1 | |
| -2576.7 | 1 | |
| -2454.01 | 1 | |
| -2449.39 | 1 | |
| -2411.07 | 1 | |
| -2346.9 | 1 | |
| -2337.59 | 1 | |
| -2324.7 | 1 | |
| -2290.74 | 1 | |
| -2244.81 | 1 |
| Value | Count | Frequency (%) |
| -38.77 | 1 | |
| -46.15 | 1 | |
| -111.26 | 1 | |
| -258.13 | 1 | |
| -287.28 | 1 | |
| -319.78 | 1 | |
| -323.38 | 1 | |
| -325.04 | 1 | |
| -388.12 | 1 | |
| -652.63 | 1 |
Kerosene/jet fuel
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 45 |
| Missing (%) | 86.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -65.134286 |
| Minimum | -162.83 |
|---|---|
| Maximum | -0.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7 |
| Negative (%) | 13.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -162.83 |
|---|---|
| 5-th percentile | -152.546 |
| Q1 | -106.7 |
| median | -29.4 |
| Q3 | -24.745 |
| 95-th percentile | -7.708 |
| Maximum | -0.82 |
| Range | 162.01 |
| Interquartile range (IQR) | 81.955 |
Descriptive statistics
| Standard deviation | 61.417197 |
|---|---|
| Coefficient of variation (CV) | -0.94293192 |
| Kurtosis | -1.0870419 |
| Mean | -65.134286 |
| Median Absolute Deviation (MAD) | 28.58 |
| Skewness | -0.7568859 |
| Sum | -455.94 |
| Variance | 3772.0721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| -0.82 | 1 | 1.9% |
| -25.71 | 1 | 1.9% |
| -128.55 | 1 | 1.9% |
| -162.83 | 1 | 1.9% |
| -29.4 | 1 | 1.9% |
| -84.85 | 1 | 1.9% |
| -23.78 | 1 | 1.9% |
| (Missing) | 45 |
| Value | Count | Frequency (%) |
| -162.83 | 1 | |
| -128.55 | 1 | |
| -84.85 | 1 | |
| -29.4 | 1 | |
| -25.71 | 1 | |
| -23.78 | 1 | |
| -0.82 | 1 |
| Value | Count | Frequency (%) |
| -0.82 | 1 | |
| -23.78 | 1 | |
| -25.71 | 1 | |
| -29.4 | 1 | |
| -84.85 | 1 | |
| -128.55 | 1 | |
| -162.83 | 1 |
Diesel oil
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1097.4769 |
| Minimum | -3286.14 |
|---|---|
| Maximum | -152.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3286.14 |
|---|---|
| 5-th percentile | -2524.991 |
| Q1 | -1656.9125 |
| median | -948.94 |
| Q3 | -366.77 |
| 95-th percentile | -176.909 |
| Maximum | -152.6 |
| Range | 3133.54 |
| Interquartile range (IQR) | 1290.1425 |
Descriptive statistics
| Standard deviation | 786.99242 |
|---|---|
| Coefficient of variation (CV) | -0.71709246 |
| Kurtosis | -0.25532566 |
| Mean | -1097.4769 |
| Median Absolute Deviation (MAD) | 606.73 |
| Skewness | -0.65032171 |
| Sum | -57068.8 |
| Variance | 619357.08 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -186.9 | 2 | 3.8% |
| -192.9 | 1 | 1.9% |
| -1696.49 | 1 | 1.9% |
| -1989.17 | 1 | 1.9% |
| -1550.88 | 1 | 1.9% |
| -1711.59 | 1 | 1.9% |
| -1290.67 | 1 | 1.9% |
| -1507.33 | 1 | 1.9% |
| -1832.36 | 1 | 1.9% |
| -1929.91 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| -3286.14 | 1 | |
| -2648.16 | 1 | |
| -2645.54 | 1 | |
| -2426.36 | 1 | |
| -2113.65 | 1 | |
| -2038.28 | 1 | |
| -1989.17 | 1 | |
| -1933.18 | 1 | |
| -1929.91 | 1 | |
| -1873.52 | 1 |
| Value | Count | Frequency (%) |
| -152.6 | 1 | |
| -164.61 | 1 | |
| -168.89 | 1 | |
| -183.47 | 1 | |
| -186.9 | 2 | |
| -190.33 | 1 | |
| -192.9 | 1 | |
| -203.19 | 1 | |
| -289.77 | 1 | |
| -337.42 | 1 |
Fuel oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1202.9125 |
| Minimum | -4129.53 |
|---|---|
| Maximum | -467.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -4129.53 |
|---|---|
| 5-th percentile | -2171.1435 |
| Q1 | -1338.5775 |
| median | -1048.45 |
| Q3 | -798.08 |
| 95-th percentile | -563.9495 |
| Maximum | -467.07 |
| Range | 3662.46 |
| Interquartile range (IQR) | 540.4975 |
Descriptive statistics
| Standard deviation | 663.58928 |
|---|---|
| Coefficient of variation (CV) | -0.55165216 |
| Kurtosis | 7.6244228 |
| Mean | -1202.9125 |
| Median Absolute Deviation (MAD) | 279.755 |
| Skewness | -2.3888091 |
| Sum | -62551.45 |
| Variance | 440350.73 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -982.14 | 1 | 1.9% |
| -1364.13 | 1 | 1.9% |
| -1241.15 | 1 | 1.9% |
| -1834.89 | 1 | 1.9% |
| -1977.59 | 1 | 1.9% |
| -2036.13 | 1 | 1.9% |
| -1393.25 | 1 | 1.9% |
| -850.52 | 1 | 1.9% |
| -580.46 | 1 | 1.9% |
| -713.74 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -4129.53 | 1 | |
| -3232.98 | 1 | |
| -2232.21 | 1 | |
| -2121.18 | 1 | |
| -2036.13 | 1 | |
| -1977.59 | 1 | |
| -1881.81 | 1 | |
| -1834.89 | 1 | |
| -1630.39 | 1 | |
| -1480.63 | 1 |
| Value | Count | Frequency (%) |
| -467.07 | 1 | |
| -488.33 | 1 | |
| -543.77 | 1 | |
| -580.46 | 1 | |
| -622.17 | 1 | |
| -657.86 | 1 | |
| -672.19 | 1 | |
| -692.25 | 1 | |
| -713.74 | 1 | |
| -731.61 | 1 |
Coke
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 26 |
| Missing (%) | 50.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -413.39385 |
| Minimum | -1120.49 |
|---|---|
| Maximum | -9.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26 |
| Negative (%) | 50.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -1120.49 |
|---|---|
| 5-th percentile | -968.85 |
| Q1 | -741.5 |
| median | -313.885 |
| Q3 | -77.595 |
| 95-th percentile | -23.2775 |
| Maximum | -9.66 |
| Range | 1110.83 |
| Interquartile range (IQR) | 663.905 |
Descriptive statistics
| Standard deviation | 366.65454 |
|---|---|
| Coefficient of variation (CV) | -0.88693758 |
| Kurtosis | -1.1908231 |
| Mean | -413.39385 |
| Median Absolute Deviation (MAD) | 262.5 |
| Skewness | -0.54767519 |
| Sum | -10748.24 |
| Variance | 134435.55 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| -59.32 | 1 | 1.9% |
| -602.82 | 1 | 1.9% |
| -1120.49 | 1 | 1.9% |
| -676.46 | 1 | 1.9% |
| -962.1 | 1 | 1.9% |
| -963.51 | 1 | 1.9% |
| -822.85 | 1 | 1.9% |
| -863.78 | 1 | 1.9% |
| -763.18 | 1 | 1.9% |
| -412.81 | 1 | 1.9% |
| Other values (16) | 16 | |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| -1120.49 | 1 | |
| -970.63 | 1 | |
| -963.51 | 1 | |
| -962.1 | 1 | |
| -863.78 | 1 | |
| -822.85 | 1 | |
| -763.18 | 1 | |
| -676.46 | 1 | |
| -602.82 | 1 | |
| -491.77 | 1 |
| Value | Count | Frequency (%) |
| -9.66 | 1 | |
| -22.07 | 1 | |
| -26.9 | 1 | |
| -45.52 | 1 | |
| -57.25 | 1 | |
| -59.32 | 1 | |
| -75.87 | 1 | |
| -82.77 | 1 | |
| -97.94 | 1 | |
| -168.98 | 1 |
Charcoal
Categorical
MISSING UNIFORM
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 48 |
| Missing (%) | 92.3% |
| Memory size | 548.0 B |
| -15.4 | |
|---|---|
| -15.16 | |
| -8.81 | |
| -24.41 |
Length
| Max length | 6 |
|---|---|
| Median length | 5.5 |
| Mean length | 5.5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 22 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | -15.4 |
|---|---|
| 2nd row | -15.16 |
| 3rd row | -8.81 |
| 4th row | -24.41 |
Common Values
| Value | Count | Frequency (%) |
| -15.4 | 1 | 1.9% |
| -15.16 | 1 | 1.9% |
| -8.81 | 1 | 1.9% |
| -24.41 | 1 | 1.9% |
| (Missing) | 48 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 15.4 | 1 | |
| 15.16 | 1 | |
| 8.81 | 1 | |
| 24.41 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5 | |
| - | 4 | |
| . | 4 | |
| 4 | 3 | |
| 5 | 2 | 9.1% |
| 8 | 2 | 9.1% |
| 6 | 1 | 4.5% |
| 2 | 1 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14 | |
| Dash Punctuation | 4 | 18.2% |
| Other Punctuation | 4 | 18.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 4 | 3 | |
| 5 | 2 | 14.3% |
| 8 | 2 | 14.3% |
| 6 | 1 | 7.1% |
| 2 | 1 | 7.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5 | |
| - | 4 | |
| . | 4 | |
| 4 | 3 | |
| 5 | 2 | 9.1% |
| 8 | 2 | 9.1% |
| 6 | 1 | 4.5% |
| 2 | 1 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5 | |
| - | 4 | |
| . | 4 | |
| 4 | 3 | |
| 5 | 2 | 9.1% |
| 8 | 2 | 9.1% |
| 6 | 1 | 4.5% |
| 2 | 1 | 4.5% |
Gases
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -159.26192 |
| Minimum | -553.45 |
|---|---|
| Maximum | -9.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -553.45 |
|---|---|
| 5-th percentile | -369.983 |
| Q1 | -264.86 |
| median | -117.77 |
| Q3 | -58.675 |
| 95-th percentile | -9.933 |
| Maximum | -9.46 |
| Range | 543.99 |
| Interquartile range (IQR) | 206.185 |
Descriptive statistics
| Standard deviation | 129.08491 |
|---|---|
| Coefficient of variation (CV) | -0.81051958 |
| Kurtosis | 0.21227913 |
| Mean | -159.26192 |
| Median Absolute Deviation (MAD) | 75.43 |
| Skewness | -0.90925872 |
| Sum | -8281.62 |
| Variance | 16662.913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -9.46 | 3 | 5.8% |
| -335.92 | 1 | 1.9% |
| -185.26 | 1 | 1.9% |
| -167.63 | 1 | 1.9% |
| -180.53 | 1 | 1.9% |
| -188.26 | 1 | 1.9% |
| -131.53 | 1 | 1.9% |
| -141.47 | 1 | 1.9% |
| -109.77 | 1 | 1.9% |
| -139.56 | 1 | 1.9% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -553.45 | 1 | |
| -394.47 | 1 | |
| -381.17 | 1 | |
| -360.83 | 1 | |
| -349.33 | 1 | |
| -349.19 | 1 | |
| -335.92 | 1 | |
| -334.39 | 1 | |
| -315.65 | 1 | |
| -311.33 | 1 |
| Value | Count | Frequency (%) |
| -9.46 | 3 | |
| -10.32 | 1 | 1.9% |
| -10.75 | 1 | 1.9% |
| -12.47 | 1 | 1.9% |
| -27.08 | 1 | 1.9% |
| -30.95 | 1 | 1.9% |
| -32.24 | 1 | 1.9% |
| -36.11 | 1 | 1.9% |
| -37.4 | 1 | 1.9% |
| -47.71 | 1 | 1.9% |
Other secondary
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 9 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -565.59605 |
| Minimum | -1906.82 |
|---|---|
| Maximum | -0.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 43 |
| Negative (%) | 82.7% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -1906.82 |
|---|---|
| 5-th percentile | -1711.469 |
| Q1 | -1179.67 |
| median | -310.32 |
| Q3 | -52.495 |
| 95-th percentile | -8.06 |
| Maximum | -0.88 |
| Range | 1905.94 |
| Interquartile range (IQR) | 1127.175 |
Descriptive statistics
| Standard deviation | 632.63401 |
|---|---|
| Coefficient of variation (CV) | -1.1185262 |
| Kurtosis | -0.73400329 |
| Mean | -565.59605 |
| Median Absolute Deviation (MAD) | 261.62 |
| Skewness | -0.9750927 |
| Sum | -24320.63 |
| Variance | 400225.79 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| -12.37 | 2 | 3.8% |
| -1281.38 | 1 | 1.9% |
| -310.32 | 1 | 1.9% |
| -372.79 | 1 | 1.9% |
| -264.04 | 1 | 1.9% |
| -335.36 | 1 | 1.9% |
| -346.66 | 1 | 1.9% |
| -572.78 | 1 | 1.9% |
| -366.33 | 1 | 1.9% |
| -1077.96 | 1 | 1.9% |
| Other values (32) | 32 | |
| (Missing) | 9 | 17.3% |
| Value | Count | Frequency (%) |
| -1906.82 | 1 | |
| -1750.19 | 1 | |
| -1719.2 | 1 | |
| -1641.89 | 1 | |
| -1586.85 | 1 | |
| -1529.88 | 1 | |
| -1500.63 | 1 | |
| -1494.97 | 1 | |
| -1465.4 | 1 | |
| -1427.51 | 1 |
| Value | Count | Frequency (%) |
| -0.88 | 1 | |
| -2.63 | 1 | |
| -7.97 | 1 | |
| -8.87 | 1 | |
| -12.37 | 2 | |
| -29.54 | 1 | |
| -30.89 | 1 | |
| -48.7 | 1 | |
| -49.53 | 1 | |
| -52.09 | 1 |
Non-energy
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 31 |
| Missing (%) | 59.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -162.6381 |
| Minimum | -289.17 |
|---|---|
| Maximum | -0.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21 |
| Negative (%) | 40.4% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -289.17 |
|---|---|
| 5-th percentile | -265 |
| Q1 | -233.26 |
| median | -182 |
| Q3 | -85.88 |
| 95-th percentile | -4.41 |
| Maximum | -0.89 |
| Range | 288.28 |
| Interquartile range (IQR) | 147.38 |
Descriptive statistics
| Standard deviation | 89.04439 |
|---|---|
| Coefficient of variation (CV) | -0.5475002 |
| Kurtosis | -0.76798595 |
| Mean | -162.6381 |
| Median Absolute Deviation (MAD) | 54.16 |
| Skewness | 0.64884105 |
| Sum | -3415.4 |
| Variance | 7928.9034 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| -230.48 | 1 | 1.9% |
| -194.95 | 1 | 1.9% |
| -237.9 | 1 | 1.9% |
| -289.17 | 1 | 1.9% |
| -154.36 | 1 | 1.9% |
| -231.81 | 1 | 1.9% |
| -11.31 | 1 | 1.9% |
| -165.65 | 1 | 1.9% |
| -68.6 | 1 | 1.9% |
| -265 | 1 | 1.9% |
| Other values (11) | 11 | 21.2% |
| (Missing) | 31 |
| Value | Count | Frequency (%) |
| -289.17 | 1 | |
| -265 | 1 | |
| -237.9 | 1 | |
| -237.38 | 1 | |
| -236.16 | 1 | |
| -233.26 | 1 | |
| -231.81 | 1 | |
| -230.48 | 1 | |
| -202.2 | 1 | |
| -194.95 | 1 |
| Value | Count | Frequency (%) |
| -0.89 | 1 | |
| -4.41 | 1 | |
| -11.31 | 1 | |
| -68.6 | 1 | |
| -70.92 | 1 | |
| -85.88 | 1 | |
| -138.14 | 1 | |
| -154.36 | 1 | |
| -165.65 | 1 | |
| -174.93 | 1 |
Total Secundaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4630.5871 |
| Minimum | -11630.9 |
|---|---|
| Maximum | -1251.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -11630.9 |
|---|---|
| 5-th percentile | -8811.999 |
| Q1 | -6512.91 |
| median | -4470.095 |
| Q3 | -2407.94 |
| 95-th percentile | -1422.1325 |
| Maximum | -1251.27 |
| Range | 10379.63 |
| Interquartile range (IQR) | 4104.97 |
Descriptive statistics
| Standard deviation | 2539.0793 |
|---|---|
| Coefficient of variation (CV) | -0.54832773 |
| Kurtosis | -0.27693325 |
| Mean | -4630.5871 |
| Median Absolute Deviation (MAD) | 2062.8 |
| Skewness | -0.56719812 |
| Sum | -240790.53 |
| Variance | 6446923.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1282.58 | 1 | 1.9% |
| -1588.63 | 1 | 1.9% |
| -5721.15 | 1 | 1.9% |
| -7131.84 | 1 | 1.9% |
| -7866.99 | 1 | 1.9% |
| -7573.84 | 1 | 1.9% |
| -5433.53 | 1 | 1.9% |
| -5411.45 | 1 | 1.9% |
| -5095.97 | 1 | 1.9% |
| -5379.75 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -11630.9 | 1 | |
| -9873.23 | 1 | |
| -9397.43 | 1 | |
| -8333.01 | 1 | |
| -8215.28 | 1 | |
| -7866.99 | 1 | |
| -7573.84 | 1 | |
| -7131.84 | 1 | |
| -7124.91 | 1 | |
| -6740.34 | 1 |
| Value | Count | Frequency (%) |
| -1251.27 | 1 | |
| -1282.58 | 1 | |
| -1419.3 | 1 | |
| -1424.45 | 1 | |
| -1494.68 | 1 | |
| -1575.5 | 1 | |
| -1583.46 | 1 | |
| -1588.63 | 1 | |
| -1966.95 | 1 | |
| -2273.09 | 1 |
Total
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -17747.43 |
| Minimum | -31361.27 |
|---|---|
| Maximum | -5422.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 100.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -31361.27 |
|---|---|
| 5-th percentile | -28377.626 |
| Q1 | -23027.85 |
| median | -17759.55 |
| Q3 | -11928.62 |
| 95-th percentile | -6240.425 |
| Maximum | -5422.47 |
| Range | 25938.8 |
| Interquartile range (IQR) | 11099.23 |
Descriptive statistics
| Standard deviation | 7113.0067 |
|---|---|
| Coefficient of variation (CV) | -0.40079081 |
| Kurtosis | -0.94482744 |
| Mean | -17747.43 |
| Median Absolute Deviation (MAD) | 5565.225 |
| Skewness | 0.092066481 |
| Sum | -922866.34 |
| Variance | 50594864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5422.47 | 1 | 1.9% |
| -5437.72 | 1 | 1.9% |
| -17948.49 | 1 | 1.9% |
| -23566.89 | 1 | 1.9% |
| -26392.94 | 1 | 1.9% |
| -28297.94 | 1 | 1.9% |
| -14727.57 | 1 | 1.9% |
| -15224.82 | 1 | 1.9% |
| -16615.55 | 1 | 1.9% |
| -17256.75 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -31361.27 | 1 | |
| -30174.57 | 1 | |
| -28475.02 | 1 | |
| -28297.94 | 1 | |
| -26510.47 | 1 | |
| -26507 | 1 | |
| -26392.94 | 1 | |
| -26193.16 | 1 | |
| -26079.55 | 1 | |
| -24741.86 | 1 |
| Value | Count | Frequency (%) |
| -5422.47 | 1 | |
| -5437.72 | 1 | |
| -5936.88 | 1 | |
| -6488.78 | 1 | |
| -6959.24 | 1 | |
| -7668.33 | 1 | |
| -7818.1 | 1 | |
| -8737.61 | 1 | |
| -9529.34 | 1 | |
| -10078.94 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 787 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | -25535.85 | -104.22 | -2106.76 | -3421.52 | NaN | -3506.56 | -451.90 | -81.16 | -35207.96 | NaN | NaN | -38.77 | NaN | -192.90 | -982.14 | -59.32 | NaN | -9.46 | NaN | NaN | -1282.58 | -5422.47 |
| 2 | 1971 | -27087.07 | -156.77 | -2160.31 | -3713.63 | NaN | -3992.44 | -468.64 | -79.87 | -37658.73 | NaN | NaN | -46.15 | NaN | -168.89 | -1364.13 | NaN | NaN | -9.46 | NaN | NaN | -1588.63 | -5437.72 |
| 3 | 1972 | -32312.49 | -178.65 | -2172.22 | -4356.82 | NaN | -4626.45 | -508.38 | -94.16 | -44249.17 | NaN | NaN | -111.26 | NaN | -183.47 | -864.32 | -82.77 | NaN | -9.46 | NaN | NaN | -1251.27 | -5936.88 |
| 4 | 1973 | -38585.82 | -173.34 | -2174.70 | -4976.55 | NaN | -4909.68 | -484.83 | -88.45 | -51393.36 | NaN | NaN | -258.13 | NaN | -186.90 | -1110.08 | -9.66 | NaN | -10.75 | NaN | NaN | -1575.50 | -6488.78 |
| 5 | 1974 | -41273.49 | -205.79 | -2125.17 | -5646.13 | NaN | -6119.43 | -468.44 | -95.02 | -55933.47 | NaN | NaN | -287.28 | NaN | -190.33 | -891.01 | -45.52 | NaN | -10.32 | NaN | NaN | -1424.45 | -6959.24 |
| 6 | 1975 | -44830.05 | -222.33 | -2498.04 | -6214.19 | NaN | -7314.93 | -459.75 | -93.31 | -61632.62 | NaN | NaN | -323.38 | NaN | -203.19 | -928.75 | -26.90 | NaN | -12.47 | NaN | NaN | -1494.68 | -7818.10 |
| 7 | 1976 | -47517.07 | -226.70 | -3073.38 | -7127.67 | NaN | -6641.57 | -488.38 | -107.46 | -65182.23 | NaN | NaN | -319.78 | NaN | -164.61 | -907.84 | NaN | NaN | -27.08 | NaN | NaN | -1419.30 | -7668.33 |
| 8 | 1977 | -48812.14 | -255.44 | -3686.22 | -8036.06 | NaN | -6751.89 | -990.72 | -107.60 | -68640.07 | NaN | NaN | -325.04 | NaN | -152.60 | -999.00 | -75.87 | NaN | -30.95 | NaN | NaN | -1583.46 | -8737.61 |
| 9 | 1978 | -54419.83 | -255.89 | -4083.81 | -8832.62 | NaN | -6915.50 | -1566.14 | -126.90 | -76200.70 | NaN | NaN | -388.12 | NaN | -186.90 | -1190.71 | -168.98 | NaN | -32.24 | NaN | NaN | -1966.95 | -9529.34 |
| 10 | 1979 | -56632.59 | -231.82 | -4403.03 | -10021.87 | NaN | -8138.58 | -1990.18 | -199.06 | -81617.14 | NaN | NaN | -652.63 | -0.82 | -289.77 | -1066.66 | -226.23 | NaN | -36.11 | -0.88 | NaN | -2273.09 | -10171.33 |
| 787 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | -101291.64 | -11290.94 | -10345.70 | -35737.54 | -4179.70 | -9197.19 | -16756.89 | -5473.51 | -194273.10 | NaN | NaN | -2449.39 | NaN | -2648.16 | -1330.06 | NaN | NaN | -274.35 | -1465.40 | -165.65 | -8333.01 | -22606.88 |
| 44 | 2013 | -108340.20 | -16132.09 | -11486.10 | -33642.36 | -4026.28 | -8383.73 | -19845.32 | -5969.37 | -207825.46 | NaN | NaN | -3079.00 | NaN | -2645.54 | -2232.21 | NaN | NaN | -263.30 | -1641.89 | -11.31 | -9873.23 | -28475.02 |
| 45 | 2014 | -110094.93 | -19823.19 | -12365.97 | -32028.39 | -4007.72 | -8242.43 | -20639.82 | -7566.35 | -214768.79 | NaN | NaN | -2104.21 | NaN | -3286.14 | -4129.53 | NaN | NaN | -349.33 | -1529.88 | -231.81 | -11630.90 | -31361.27 |
| 46 | 2015 | -104097.68 | -19842.89 | -12146.86 | -30853.72 | -3839.81 | -7829.00 | -21777.55 | -9016.19 | -209403.68 | NaN | NaN | -1930.91 | NaN | -2426.36 | -3232.98 | NaN | NaN | -306.54 | -1500.63 | NaN | -9397.43 | -30174.57 |
| 47 | 2016 | -95518.07 | -17246.76 | -11873.24 | -32677.11 | -4134.34 | -7080.66 | -20887.52 | -10256.12 | -199673.82 | NaN | NaN | -2178.85 | NaN | -1202.00 | -1388.52 | NaN | NaN | -269.54 | -1427.51 | NaN | -6466.41 | -26079.55 |
| 48 | 2017 | -91042.16 | -18934.35 | -12079.56 | -31818.86 | -4101.73 | -7347.69 | -20619.04 | -11701.71 | -197645.09 | NaN | NaN | -2454.01 | NaN | -1010.00 | -1630.39 | NaN | NaN | -381.17 | -1494.97 | -154.36 | -7124.91 | -26507.00 |
| 49 | 2018 | -89173.02 | -16120.62 | -11501.72 | -33368.56 | -4084.71 | -7718.11 | -23388.63 | -13591.22 | -198946.59 | NaN | NaN | -1823.15 | NaN | -1183.89 | -1133.67 | NaN | NaN | -360.83 | -1750.19 | -289.17 | -6540.90 | -24741.86 |
| 50 | 2019 | -89250.79 | -17715.69 | -11064.58 | -34132.58 | -4203.27 | -7928.23 | -24570.39 | -14843.86 | -203709.39 | NaN | NaN | -2337.59 | NaN | -1392.63 | -467.07 | NaN | NaN | -349.19 | -1719.20 | -237.90 | -6503.58 | -26193.16 |
| 51 | 2020 | -93235.34 | -15103.99 | -9657.17 | -34004.25 | -3665.67 | -7967.51 | -23504.19 | -15913.03 | -203051.15 | NaN | NaN | -1598.52 | NaN | -1643.72 | -488.33 | NaN | NaN | -334.39 | -1586.85 | -194.95 | -5846.75 | -23730.45 |
| 52 | 2021 | -93286.20 | -20068.66 | -12255.29 | -31125.01 | -3835.75 | -7775.51 | -21164.15 | -18575.13 | -208085.70 | NaN | NaN | -1865.73 | NaN | -1933.18 | -1881.81 | NaN | NaN | -394.47 | -1906.82 | -233.26 | -8215.28 | -26510.47 |